# Image Classification on ImageNet 100% labels 1.0 (val) Source: [Image Classification on ImageNet 100% labels 1.0 (val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:06:37.164Z Evaluation of Image Classification performance on the validation split of the ImageNet dataset using 100% of the labels, typically measured by Top-1 and Top-5 accuracy. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Image Classification | | Dataset (including any stated split) | ImageNet 100% labels 1.0 (val) | | Metric | Top-1 Acc | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Top-1 Acc](): Higher is better; unit: PERCENT. - [Top-5 Acc](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Acc | Result date | Report paper | | --- | --- | --- | --- | | HEXA\_DCluster (8-crop) | 78.6 | Not recorded | 68fa690f1e209131cea1fdec | | SWAV | 78.3 | Not recorded | 68fa690f1e209131cea1fdec | | HEXA\_DCluster (8-crop) | 78.3 | Not recorded | 68fa690f1e209131cea1fdec | | DeepCluster-v2 | 78 | Not recorded | 68fa690f1e209131cea1fdec | | BYOL | 77.7 | Not recorded | 68fa690f1e209131cea1fdec | | HEXA\_DCluster (8-crop) | 77.2 | Not recorded | 68fa690f1e209131cea1fdec | | HEXA\_DCluster (8-crop) | 76.9 | Not recorded | 68fa690f1e209131cea1fdec | | Supervised | 76.5 | Not recorded | 68fa690f1e209131cea1fdec | | SimCLR | 76.5 | Not recorded | 68fa690f1e209131cea1fdec | | SWAV | 76.3 | Not recorded | 68fa690f1e209131cea1fdec | | HEXA\_MoCo | 75.7 | Not recorded | 68fa690f1e209131cea1fdec | | SWAV | 75.5 | Not recorded | 68fa690f1e209131cea1fdec | | MoCo-v2 | 75.5 | Not recorded | 68fa690f1e209131cea1fdec | | HEXA\_MoCo | 74.8 | Not recorded | 68fa690f1e209131cea1fdec | | MoCo-v2 | 74.6 | Not recorded | 68fa690f1e209131cea1fdec | | HEXA\_DCluster | 73.9 | Not recorded | 68fa690f1e209131cea1fdec | | DeepCluster-v2 | 71.9 | Not recorded | 68fa690f1e209131cea1fdec | ### HEXA\_DCluster (8-crop) Top-1 Acc: 78.6. Result ID: 698d95ad8b517eb4332281de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Epoch":"800","variant":"bold"}. This record does not assert independent reproduction. ### SWAV Top-1 Acc: 78.3. Result ID: 698d95ad8b517eb4332281d2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Epoch":"800","B":"4096"}. This record does not assert independent reproduction. ### HEXA\_DCluster (8-crop) Top-1 Acc: 78.3. Result ID: 698d95ad8b517eb4332281dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Epoch":"800"}. This record does not assert independent reproduction. ### DeepCluster-v2 Top-1 Acc: 78. Result ID: 698d95ad8b517eb4332281dc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Epoch":"800"}. This record does not assert independent reproduction. ### BYOL Top-1 Acc: 77.7. Result ID: 698d95ad8b517eb4332281d3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Epoch":"800"}. This record does not assert independent reproduction. ### HEXA\_DCluster (8-crop) Top-1 Acc: 77.2. Result ID: 698d95ad8b517eb4332281db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Epoch":"200","variant":"bold"}. This record does not assert independent reproduction. ### HEXA\_DCluster (8-crop) Top-1 Acc: 76.9. Result ID: 698d95ad8b517eb4332281da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Epoch":"200"}. This record does not assert independent reproduction. ### Supervised Top-1 Acc: 76.5. Result ID: 698d95ad8b517eb4332281ce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SimCLR Top-1 Acc: 76.5. Result ID: 698d95ad8b517eb4332281cf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Epoch":"1000"}. This record does not assert independent reproduction. ### SWAV Top-1 Acc: 76.3. Result ID: 698d95ad8b517eb4332281d1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Epoch":"200","B":"4096"}. This record does not assert independent reproduction. ### HEXA\_MoCo Top-1 Acc: 75.7. Result ID: 698d95ad8b517eb4332281d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Epoch":"800"}. This record does not assert independent reproduction. ### SWAV Top-1 Acc: 75.5. Result ID: 698d95ad8b517eb4332281d0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Epoch":"200","B":"256"}. This record does not assert independent reproduction. ### MoCo-v2 Top-1 Acc: 75.5. Result ID: 698d95ad8b517eb4332281d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Epoch":"800"}. This record does not assert independent reproduction. ### HEXA\_MoCo Top-1 Acc: 74.8. Result ID: 698d95ad8b517eb4332281d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Epoch":"200"}. This record does not assert independent reproduction. ### MoCo-v2 Top-1 Acc: 74.6. Result ID: 698d95ad8b517eb4332281d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Epoch":"200"}. This record does not assert independent reproduction. ### HEXA\_DCluster Top-1 Acc: 73.9. Result ID: 698d95ad8b517eb4332281d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Epoch":"200"}. This record does not assert independent reproduction. ### DeepCluster-v2 Top-1 Acc: 71.9. Result ID: 698d95ad8b517eb4332281d8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Epoch":"200"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.